The following table provides summary statistics for contract job vacancies advertised in Leeds with a requirement for Data Management skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Management over the 3 months to 28 June 2017 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Data Management
3 months to
28 Jun 2017
Same period 2016 Same period 2015
Rank 65 63 79
Rank change year-on-year -2 +16  
Contract jobs citing Data Management 22 46 27
As % of all contract IT jobs advertised in Leeds 1.99% 3.10% 1.77%
As % of the Processes & Methodologies category 2.27% 3.50% 2.04%
Number of daily rates quoted 19 28 13
Median daily rate £425 £500 £385
Median daily rate % change year-on-year -15.00% +29.87%  
90% offered a daily rate of more than £209 £400 £364
10% offered a daily rate of more than £588 £588 £563
UK excluding London median daily rate £450 £425 £430
% change year-on-year +5.88% -1.16%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £18.00 £15.05 £31.40
% change year-on-year +19.64% -52.08%  

Data Management is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Leeds with a requirement for process and methodology skills.

Contract Process & Methodology Skills
Leeds
Contract job vacancies with a requirement for process and methodology skills 971 1315 1326
As % of all contract IT job vacancies advertised in Leeds 88.03% 88.73% 86.78%
Number of daily rates quoted 2667 3958 4256
Median daily rate £413 £425 £350
Median daily rate % change year-on-year -2.94% +21.42%  
90% offered a daily rate of more than £308 £310 £263
10% offered a daily rate of more than £550 £575 £530
UK excluding London median daily rate £415 £400 £380
% change year-on-year +3.75% +5.26%  
Number of hourly rates quoted 20 21 43
Median hourly rate £15.25 £14.50 £17.50
Median hourly rate % change year-on-year +5.17% -17.14%  
90% offered a hourly rate of more than £12.00 £10.20 £9.80
10% offered a hourly rate of more than £25.86 £180.00 £187.50
UK excluding London median hourly rate £34.00 £28.50 £30.00
% change year-on-year +19.29% -5.00%  

Data Management
Job Vacancy Trend in Leeds

Job postings citing Data Management as a percentage of all IT jobs advertised in Leeds.

Job vacancy trend for Data Management in Leeds

Data Management
Contractor Daily Rate Trend in Leeds

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Data Management in Leeds.

Contractor daily rate trend for Data Management in Leeds

Data Management
Contractor Daily Rate Histogram in Leeds

The daily rate distribution of IT jobs citing Data Management in Leeds over the 3 months to 28 June 2017.

Contractor daily rate histogram for Data Management in Leeds

Data Management
Contractor Hourly Rate Trend in Leeds

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Data Management in Leeds.

Contractor hourly rate trend for Data Management in Leeds

For the 6 months to 28 June 2017, IT contractor jobs citing Data Management also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the Leeds region with a requirement for Data Management.

1 16 (51.61%) Data Quality
2 11 (35.48%) Agile Software Development
3 9 (29.03%) Finance
3 9 (29.03%) Python
3 9 (29.03%) Data Modelling
3 9 (29.03%) SAS
3 9 (29.03%) Degree
4 8 (25.81%) Mathematics
4 8 (25.81%) Continuous Integration
4 8 (25.81%) TOGAF
4 8 (25.81%) Flask
5 7 (22.58%) Riak
5 7 (22.58%) Stakeholder Engagement
5 7 (22.58%) Ansible
5 7 (22.58%) SQL
6 6 (19.35%) NHS
6 6 (19.35%) Enterprise Architecture
6 6 (19.35%) Analytics
7 5 (16.13%) User Stories
7 5 (16.13%) Master's Degree
7 5 (16.13%) Management Information System
7 5 (16.13%) Oracle
7 5 (16.13%) Data Warehouse
8 4 (12.90%) Data Mining
8 4 (12.90%) Microsoft
8 4 (12.90%) SAP
8 4 (12.90%) Statistics
8 4 (12.90%) Data Analysis
8 4 (12.90%) DataFlux
8 4 (12.90%) Data Analytics

Data Management
Co-occurring IT Skills in Leeds by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 9 (29.03%) SAS
2 1 (3.23%) Apache
2 1 (3.23%) Apache Spark
2 1 (3.23%) CMS
2 1 (3.23%) Confluence
2 1 (3.23%) IIS
2 1 (3.23%) OpenStack
Applications
1 1 (3.23%) Spreadsheet
Business Applications
1 2 (6.45%) SAP IS-U
Cloud Services
1 1 (3.23%) Amazon AWS
1 1 (3.23%) Google Analytics
1 1 (3.23%) Google Tag Manager
1 1 (3.23%) IaaS
1 1 (3.23%) IBM Blueworks
1 1 (3.23%) PaaS
1 1 (3.23%) SaaS
Communications & Networking
1 1 (3.23%) Extranet
1 1 (3.23%) Intranet
Database & Business Intelligence
1 7 (22.58%) Riak
2 5 (16.13%) Data Warehouse
3 4 (12.90%) Data Mining
4 3 (9.68%) BusinessObjects
4 3 (9.68%) DTS
4 3 (9.68%) MS Access
4 3 (9.68%) Relational Database
5 2 (6.45%) Big Data
5 2 (6.45%) Enterprise Data Warehouse
5 2 (6.45%) MongoDB
5 2 (6.45%) SQL Server
6 1 (3.23%) Apache Cassandra
6 1 (3.23%) Apache Hive
6 1 (3.23%) HBase
6 1 (3.23%) MySQL
6 1 (3.23%) NoSQL
6 1 (3.23%) OLAP
6 1 (3.23%) Oracle OLAP
6 1 (3.23%) PostgreSQL
6 1 (3.23%) SAS Enterprise Guide
Development Applications
1 3 (9.68%) Toad
2 1 (3.23%) Git (software)
2 1 (3.23%) JIRA
General
1 9 (29.03%) Finance
2 3 (9.68%) Billing
3 2 (6.45%) Marketing
4 1 (3.23%) Banking
4 1 (3.23%) Corporate Banking
4 1 (3.23%) Pharmaceutical
Job Titles
1 11 (35.48%) Analyst
2 10 (32.26%) Architect
3 7 (22.58%) Technical Architect
4 6 (19.35%) Data Analyst
5 5 (16.13%) Technical Analyst
6 2 (6.45%) Data Architect
6 2 (6.45%) Data Manager
7 1 (3.23%) Business Data Analyst
7 1 (3.23%) Credit Risk Analyst
7 1 (3.23%) Data Governance Manager
7 1 (3.23%) Data Governance Specialist
7 1 (3.23%) Digital Media Specialist
7 1 (3.23%) Governance Manager
7 1 (3.23%) QA Test Manager
7 1 (3.23%) Risk Analyst
7 1 (3.23%) SAP Manager
7 1 (3.23%) SAP Test Manager
7 1 (3.23%) SAS Analyst
7 1 (3.23%) SQL Server Analyst
7 1 (3.23%) Transition Manager
Libraries, Frameworks & Software Standards
1 8 (25.81%) Flask
2 1 (3.23%) CSS
2 1 (3.23%) HTML
2 1 (3.23%) jQuery
2 1 (3.23%) JSON
2 1 (3.23%) MSMQ
2 1 (3.23%) Web Services
2 1 (3.23%) XML
Miscellaneous
1 6 (19.35%) NHS
2 5 (16.13%) Management Information System
3 2 (6.45%) Credit Risk
3 2 (6.45%) Data Structures
3 2 (6.45%) Reference Data
4 1 (3.23%) Analytical Skills
4 1 (3.23%) Digital Media
4 1 (3.23%) Market Risk
4 1 (3.23%) W3C
Operating Systems
1 3 (9.68%) Windows
2 2 (6.45%) Linux
3 1 (3.23%) Red Hat Enterprise Linux
3 1 (3.23%) Unix
Processes & Methodologies
1 11 (35.48%) Agile Software Development
2 9 (29.03%) Data Modelling
3 8 (25.81%) Continuous Integration
3 8 (25.81%) Mathematics
3 8 (25.81%) TOGAF
4 7 (22.58%) Stakeholder Engagement
5 6 (19.35%) Analytics
5 6 (19.35%) Enterprise Architecture
6 5 (16.13%) User Stories
7 4 (12.90%) Data Analysis
7 4 (12.90%) Data Analytics
7 4 (12.90%) Data Governance
7 4 (12.90%) Statistics
8 3 (9.68%) Business Analysis
8 3 (9.68%) Change Management
8 3 (9.68%) Data Architecture
8 3 (9.68%) Data Integration
8 3 (9.68%) ITIL
8 3 (9.68%) Master Data Management
8 3 (9.68%) Project Management
Programming Languages
1 9 (29.03%) Python
2 7 (22.58%) SQL
3 3 (9.68%) VB
3 3 (9.68%) VBA
4 1 (3.23%) JavaScript
4 1 (3.23%) PL/SQL
4 1 (3.23%) R
4 1 (3.23%) Shell Script
Qualifications
1 9 (29.03%) Degree
2 5 (16.13%) Master's Degree
3 2 (6.45%) Security Cleared
4 1 (3.23%) AWS Certification
4 1 (3.23%) BPSS Clearance
4 1 (3.23%) CCDP
4 1 (3.23%) CCNP
4 1 (3.23%) Chartered Engineer
4 1 (3.23%) Cisco Certification
4 1 (3.23%) CISM
4 1 (3.23%) CISSP
4 1 (3.23%) ITIL Certification
Quality Assurance & Compliance
1 16 (51.61%) Data Quality
2 3 (9.68%) QA
3 1 (3.23%) Disclosure Scotland
3 1 (3.23%) GDPR
3 1 (3.23%) ISO 9001
3 1 (3.23%) ISO/IEC 27001
System Software
1 1 (3.23%) Hyper-V
1 1 (3.23%) Virtual Machines
Systems Management
1 7 (22.58%) Ansible
2 2 (6.45%) Oracle EDQ
3 1 (3.23%) Puppet
3 1 (3.23%) SCOM
3 1 (3.23%) Terraform
Vendors
1 5 (16.13%) Oracle
2 4 (12.90%) DataFlux
2 4 (12.90%) Microsoft
2 4 (12.90%) SAP
3 2 (6.45%) Informatica
4 1 (3.23%) Ab Initio
4 1 (3.23%) Cisco
4 1 (3.23%) Google
4 1 (3.23%) Red Hat
4 1 (3.23%) Salesforce.com
4 1 (3.23%) Trillium